REAL TIME PROJECTS EXPERIENCE ON MACHINE LEARNING
DAY 1
MORNING SESSION
• Data science Introduction
• Introduction to Python
• Playing around with Python
EVENING SESSION
• Introduction to Descriptive Statistics
• Introduction to Probability and distribution
• Introduction to numpy
DAY 2
MORNING SESSION
• Data manipulation with Pandas
• Introduction to Inferential Statistics
• Hands on Inferential Statistics
EVENING SESSION
• Data visualization with Python
• Exploratory Data Analysis
DAY 3
PROJECTS
• EDA- Exploratory data analysis on given dataset
• Prediction of board game
• Credit Card Fraud Detection
• Object recognition using OpenCV
• Preprocessing clustering images
• Building and deploying the CNN network
• Image super resolution by Deep learning
• PCA compression and visualization